WASHINGTON—President Barack Obama's proposed rule to curb carbon emissions from the nation's power plants could raise costs and affect reliability in the U.S. electricity system, federal regulators told Congress.

But the commissioners of the Federal Energy Regulatory Commission, the government agency charged with overseeing the electric grid and other parts of the nation's energy infrastructure, also said at a House hearing that the...